Add SIFT Workstation integration for secure agent system management

[Agentscreator]

Description

Brief description of the changes in this PR.

Type of Change

• Bug fix (non-breaking change that fixes an issue)
• New feature (non-breaking change that adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Documentation update
• Refactoring (no functional changes)

Related Issues

Fixes #(issue number)

Changes Made

• Change 1
• Change 2
• Change 3

Testing

Describe the tests you ran to verify your changes:

• Unit tests pass (cd core && pytest tests/)
• Lint passes (cd core && ruff check .)
• Manual testing performed

Checklist

• My code follows the project's style guidelines
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

Screenshots (if applicable)

Add screenshots if you can .

Summary by CodeRabbit

• Documentation
  • Added information about SANS SIFT Workstation integration for secure agent system management and forensic analysis.
  • Added comprehensive SIFT Workstation setup guide covering VM installation, configuration, and troubleshooting across multiple platforms.

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Project	Deployment	Actions	Updated (UTC)
engram	Ready	Preview, Comment	May 21, 2026 10:21pm

[coderabbitai]

Caution

Review failed

Pull request was closed or merged during review

📝 Walkthrough

Walkthrough

This PR adds documentation for SIFT Workstation integration in Engram. README announces the new security and forensics integration feature with links to a new comprehensive setup guide. The setup guide covers virtualization prerequisites, complete installation steps from OVA import through Protocol SIFT verification, validation commands, troubleshooting for common issues, next steps, and reference materials.

Changes

SIFT Workstation Integration Documentation

Layer / File(s)	Summary
README feature announcement README.md	Introduces "Security & Forensics Integration" section describing Engram's SIFT Workstation integration for secure agent system management and forensic analysis capabilities, with link to new setup guide.
Setup guide: virtualization and installation docs/SIFT_SETUP.md	Recommends virtualization software by host OS (VMware, VirtualBox, UTM) and provides end-to-end workflow: download OVA appliance, import into virtualization platform with UI steps for each, configure VM resources and networking, boot with default credentials, update system, install and verify Protocol SIFT tools.
Setup guide: validation, troubleshooting, and resources docs/SIFT_SETUP.md	Includes quick test shell commands for forensic tool validation, troubleshooting sections for VM boot failures, performance issues, networking problems, install failures with manual recovery steps, and Apple Silicon guidance; concludes with next-step action items, reference documentation links, and last-updated timestamp.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Poem

🐰 A setup guide hops into the fold,
SIFT integration, forensic and bold!
VM configs dance, troubleshooting takes flight,
Documentation blooms bright for the Find Evil night! 🔍✨

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The PR title accurately describes the main change: adding SIFT Workstation integration documentation and setup guide for secure agent system management, as evidenced by the new README section and SIFT_SETUP.md file.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch remove-north-star-section

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